Universidade do Oeste Paulista

Region/Country

Latin America
Brazil
Universities and research institutions

Overall

-0.487

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
0.837 0.236
Retracted Output
-0.390 -0.094
Institutional Self-Citation
-0.987 0.385
Discontinued Journals Output
-0.267 -0.231
Hyperauthored Output
-1.012 -0.212
Leadership Impact Gap
-1.464 0.199
Hyperprolific Authors
-1.413 -0.739
Institutional Journal Output
-0.268 0.839
Redundant Output
-1.186 -0.203
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

The Universidade do Oeste Paulista demonstrates a robust profile of scientific integrity, with an overall risk score of -0.487 that indicates a performance significantly healthier than the national average. The institution's primary strength lies in its clear disconnection from several risk dynamics prevalent in Brazil, particularly concerning institutional self-citation, impact dependency, and the use of in-house journals. This suggests a strong culture of external validation and a focus on generating genuine, self-led scientific impact. The only indicator requiring attention is a higher-than-average rate of multiple affiliations, which presents a manageable point for policy review. These solid integrity practices provide a firm foundation for the university's thematic strengths, which, according to SCImago Institutions Rankings data, are most prominent in Pharmacology, Toxicology and Pharmaceutics (ranked 31st in Brazil), Veterinary (67th), and Agricultural and Biological Sciences (84th). This commitment to sound research practices directly aligns with the institutional mission to foster a "critical-reflective environment" and train professionals with "social and environmental responsibility." By ensuring that its scientific output is transparent and externally validated, the university upholds the values of excellence and ethical commitment central to its identity. A proactive review of affiliation policies would further strengthen this exemplary position, ensuring that all collaborative practices fully support the institution's mission-driven objectives.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 0.837, which is notably higher than the national average of 0.236. Although both the university and the country fall within a medium-risk context, the institution shows a greater propensity for this dynamic. This suggests a high exposure to the factors that drive multiple affiliations. While these are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” Given that the university's rate is more pronounced than the national trend, it is advisable to review internal policies to ensure that all affiliations are transparent, justified, and reflect genuine collaborative contributions, thereby safeguarding institutional reputation.

Rate of Retracted Output

With a Z-score of -0.390, the institution demonstrates a very low incidence of retracted publications, performing better than the already low-risk national average of -0.094. This low-profile consistency indicates that the university’s quality control and supervision mechanisms are robust and effective. Retractions are complex events, and this near-absence of risk signals suggests that potential errors are being caught prior to publication and that the institutional culture does not suffer from the systemic vulnerabilities or lack of methodological rigor that can lead to recurring malpractice. This performance is a testament to a healthy and responsible research environment.

Rate of Institutional Self-Citation

The institution exhibits a Z-score of -0.987, a signal of very low risk that stands in stark contrast to the national average of 0.385, which falls into the medium-risk category. This marked difference demonstrates a form of preventive isolation, where the university successfully avoids the risk dynamics observed across the country. A certain level of self-citation is natural, but the institution’s extremely low rate indicates that its research is validated by the broader scientific community, not confined to an internal 'echo chamber.' This performance effectively mitigates any risk of endogamous impact inflation, confirming that the institution's academic influence is built on global recognition rather than internal dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.267 is statistically aligned with the national average of -0.231, placing both in a low-risk tier. This reflects a state of normality, where the risk level is as expected for the national context. A sporadic presence in discontinued journals may occur, but the low Z-score confirms this is not a systemic issue. This indicates that the institution's researchers generally perform adequate due diligence in selecting dissemination channels, avoiding the reputational and resource-wasting risks associated with 'predatory' or low-quality publishing practices.

Rate of Hyper-Authored Output

With a Z-score of -1.012, the institution displays a prudent profile that is significantly lower than the national average of -0.212, even though both are in a low-risk category. This suggests that the university manages its authorship processes with more rigor than the national standard. While extensive author lists are legitimate in 'Big Science,' this indicator's low value suggests the institution effectively avoids the risk of author list inflation outside of those contexts. This performance points to a culture that values transparency and individual accountability over the use of 'honorary' or political authorship practices.

Gap between Impact of total output and the impact of output with leadership

The institution's Z-score of -1.464 is in the very low-risk range, indicating a negligible gap between its overall impact and the impact of research it leads. This result is particularly strong when compared to the national average of 0.199, which signals a medium-risk dependency on external partners. The university's performance shows it does not replicate this national dynamic, suggesting its scientific prestige is structural and sustainable, not dependent on exogenous leadership. This is a clear indicator of real internal capacity, where excellence metrics result from the institution's own intellectual leadership rather than a strategic positioning in collaborations led by others.

Rate of Hyperprolific Authors

The institution records a Z-score of -1.413, a very low-risk signal that is considerably better than the national average of -0.739. This low-profile consistency, which surpasses the national standard, indicates a healthy balance between productivity and quality. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The university's very low score in this area suggests it is not exposed to risks such as coercive authorship or the prioritization of metrics over scientific integrity, fostering an environment where quality of contribution is valued over sheer quantity.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution shows a very low reliance on its own journals, a figure that contrasts sharply with the medium-risk national average of 0.839. This demonstrates a clear preventive isolation from a common national practice. By choosing to publish in external venues, the university effectively avoids potential conflicts of interest and academic endogamy, where production might bypass independent peer review. This commitment to external validation enhances the global visibility of its research and confirms that its publication channels are not used as 'fast tracks' to inflate academic records without standard competitive scrutiny.

Rate of Redundant Output

The institution's Z-score of -1.186 places it in the very low-risk category, a stronger performance than the already low-risk national average of -0.203. This low-profile consistency indicates that the university's research culture values substance over volume. A high rate of bibliographic overlap can indicate 'salami slicing,' where studies are fragmented to artificially inflate productivity. The university's excellent result suggests its researchers are focused on publishing coherent, significant studies, thereby contributing meaningful new knowledge and avoiding practices that distort the scientific record and overburden the review system.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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